# rag-mcp

> Use this tool when you need to integrate a self-hosted knowledge base with large language models (LLMs) to query documents, manage libraries, and ingest files or URLs. It solves problems related to knowledge base management and document querying for LLMs, providing a server-based interface for MCP-capable models. The tool accepts files, URLs, and queries as inputs and outputs relevant information and managed library data.

Canonical page: https://skillsregistry.net/skills/jemplayer82-rag-mcp  
JSON: https://api.skillsregistry.net/v1/skills/jemplayer82-rag-mcp

## Description

MCP server for Fathom Works RAG that exposes a self-hosted knowledge base as tools for any MCP-capable LLM to query documents, manage libraries, and ingest files or URLs.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/kjl7jtpi27)
- **Repository:** <https://github.com/Jemplayer82/rag-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jemplayer82-rag-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jemplayer82-rag-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jemplayer82-rag-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt